io.github.koreal6803/finlab-ai vs OpenQFR
io.github.koreal6803/finlab-ai is an MCP server published by koreal6803. Marketplaces we read that list it: 1 (Official MCP Registry). OpenQFR is an MCP server published by openqfr-dev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-24. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.koreal6803/finlab-ai |  OpenQFR |
|---|---|---|
| Official MCP Registry | Listed Version: 1.1.0 Forks (GitHub): 68 Stars (GitHub): 417 Not marked · First seen |
Listed Version: 0.1.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | io.github.koreal6803/finlab-ai | OpenQFR |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 417 (better) | 0 (worse) |
| Forks (GitHub) (differs) | 68 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.finlab.finance/mcp) | Remote server (openqfr.dev/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/koreal6803/finlab-ai | github.com/openqfr-dev/openqfr |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 5 days ago | Responded 6 days ago |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
io.github.koreal6803/finlab-ai
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
OpenQFR
Search machine-readable quantitative strategy failure evidence before repeating failed research.
How to run each
io.github.koreal6803/finlab-ai As a remote MCP server
claude mcp add --transport http finlab-ai https://mcp.finlab.finance/mcpOpenQFR As a remote MCP server
claude mcp add --transport http openqfr https://openqfr.dev/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Both endpoints responded at the last daily check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: io.github.koreal6803/finlab-ai · What it can do: OpenQFR · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.